New: free 45-minute AI readiness call for UK teams. Book a slot
Equality Software
Knowledge Hub

AI Resources from the Field

Practical guides, deep-dives, and frameworks from our work building enterprise AI systems. No fluff, just real engineering knowledge.

Featured Resources

Guides & Deep Dives

New guide12 min read

The EU AI Act for UK businesses

Who is in scope after Brexit, the four risk levels, key dates, penalties and a five-step plan.

Read the guide →
New guide8 min read

AI governance checklist for small businesses

Ten areas and thirty practical actions to use AI safely and legally, without a compliance team.

Read the checklist →
Methodology15 min read

The Complete ADLC Methodology Guide

A comprehensive walkthrough of all 7 phases of the AI Development Lifecycle, from discovery through governance.

Read more →
Framework8 min read

SPARC Framework: Stop Writing Vague AI Requirements

How to use Situation, Problem, Action, Result, Constraints to specify AI systems that actually get built right the first time.

Read more →
Governance12 min read

EU AI Act: What Enterprise Teams Need to Do Now

A practical breakdown of EU AI Act obligations, timelines, and the steps enterprises need to take before enforcement begins.

Read more →
Engineering20 min read

Building Production-Grade Agentic AI Systems

From architecture design to deployment monitoring, a practical guide to building AI agents that work reliably in production environments.

Read more →
SDLC10 min read

The AI-Augmented SDLC: A Practical Implementation Guide

How engineering teams are embedding AI at every stage of their development process, with real metrics and implementation patterns.

Read more →
Training5 min read

How to Build an Internal AI Engineering Capability

A strategic framework for building lasting AI skills inside your organisation, covering assessment, training, embedding, and measurement.

Read more →
Stay Updated

Get New Resources Direct

We publish practical AI engineering guides, case studies, and methodology updates. No spam, just signal.

No spam. Unsubscribe any time.

Stay ahead of the AI curve

Monthly insights on agentic AI, ADLC methodology, and enterprise AI governance. No spam, unsubscribe any time.